← Risk register SOC 49-9044 · reviewed 2026-08-11

Millwrights

40,330 US workers · median $65,700/yr · Trades

SAFE

Millwrights spend their hours rigging and setting multi-ton machinery, laser-aligning shafts to thousandths, shimming baseplates, dialing in couplings and gearboxes, and cutting/welding in live plants — work that happens in cramped, dirty, non-standardized spaces no current robot can navigate. AI can absorb the paperwork tier: reading prints, generating alignment and torque calculations, interpreting vibration spectra, writing PM schedules and repair reports. What it cannot do is feel a bearing preload, decide mid-shutdown whether to rebuild or replace with the line down at $50k/hour, or own that call.

10-year outlook: Employment stays roughly flat as reshored manufacturing and aging plant equipment keep demand steady; AI takes over the diagnostics and reporting layer, so the millwrights who thrive are the ones certified in precision alignment, rigging, and turnaround leadership.

Score — 68/100 resistance

Five dimensions, 0–20 each, summed. Higher means more protected. The arithmetic is shown so you can check it: 17 + 20 + 6 + 11 + 14 = 68.

Task resistance 17/20

Tasks largely resist digitisation. The bulk of a millwright's shift — chain-falling a 4,000 lb gearbox into position, dial-indicating a shaft to 0.002", grinding a shim pack to fit, tacking a base to embedded plate — has no digital substitute, and the 17 rather than 20 reflects that the calculation, print-reading, precision-laser math and vibration-spectrum interpretation layers are already being handed off to software and predictive-maintenance platforms.

Embodiment 20/20

Hands-on in uncontrolled environments. You work inside the machine: crawling into conveyor housings, hanging off scaffold in a boiler house, hot work in confined space with a permit and a fire watch, temperatures and dust and noise that vary shop to shop and shutdown to shutdown — there is no controlled-environment version of this task, which is why it sits at the ceiling.

Liability shield 6/20

Certification preferred, not legally required. There is no millwright licence — the credentials in play are NCCER, journeyman card from a UBC or IAM apprenticeship, rigging cert, hot-work and confined-space permits, and OSHA 10/30, all employer- or site-required rather than state-issued, so the liability for a dropped load or a failed weld runs to the contractor and the plant, not to your name on a stamp.

Trust premium 11/20

Some relationship component. Plant maintenance managers request specific millwrights by name for shutdowns because someone who already knows that press, its history and its quirks saves hours of turnaround, but the work is still bid and dispatched through contractors and hall referrals, so the relationship shortens the ramp-up rather than being the thing sold.

Judgment & accountability 14/20

Exists to be accountable for ambiguous calls. With the line down and the clock running you decide whether that gearbox gets rebuilt in place or swapped, whether soft-foot is bad enough to justify pulling the baseplate, whether the crane pick is safe with the rigging on hand — calls made on incomplete information with real cost and injury exposure, though a plant engineer or maintenance supervisor typically signs off on the big-ticket replace decision, which keeps it at 14 rather than higher.

Scored twice. An independent second run returned 67/100 — SAFE, agreeing with the verdict above.

Confidence: high · reviewed 2026-08-11 · how scoring works

Tasks already automatable

What survives

Active moats: embodiment, judgment, unionization

How to future-proof this job

Field report — do you do this job?

Has AI actually changed your work?

Self-reported and unverified — a sentiment signal, not a survey. One response per person per occupation; you can change your answer.

From people who do this job

Nobody has filed one yet. If you do this work, you know things the rubric can't see.

What has actually changed in your work?

Concrete beats general: a tool that arrived, a task that moved, a headcount decision you watched happen. Don't include anything that identifies you or your employer if that would put you at risk.